Automatic Sleep Stage Classification Using Temporal Convolutional Neural Network and New Data Augmentation Technique from Raw Single-Channel EEG
Author:
Publisher
Elsevier BV
Subject
Health Informatics,Computer Science Applications,Software
Reference47 articles.
1. Automatic detection of obstructive sleep apnea using wavelet transform and entropy-based features from single-lead ecg signal;Zarei;IEEE Journal of Biomedical and Health Informatics,2018
2. A review of signals used in sleep analysis;Roebuck;Physiological Measurement,2013
3. Sleepeegnet: Automated sleep stage scoring with sequence to sequence deep learning approach;Mousavi;PloS one,2019
4. Deepsleepnet: A model for automatic sleep stage scoring based on raw single-channel eeg;Supratak;IEEE Transactions on Neural Systems and Rehabilitation Engineering,2017
5. Automatic sleep stage recurrent neural classifier using energy features of eeg signals;Hsu;Neurocomputing,2013
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